stevinc / TheColorOutOfSpaceLinks
Pytorch code for the paper "The color out of space: learning self-supervised representations for Earth Observation imagery"
☆18Updated 4 years ago
Alternatives and similar repositories for TheColorOutOfSpace
Users that are interested in TheColorOutOfSpace are comparing it to the libraries listed below
Sorting:
- Implementation and examples for Tile2Vec☆115Updated 2 years ago
- ☆40Updated 3 years ago
- ☆28Updated last year
- Using satellite imagery to identify the leading indicators of deforestation.☆18Updated 4 years ago
- Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.☆113Updated 3 years ago
- streamlit app for binary segmentation☆19Updated 3 years ago
- 🛰 Deep learning for deforestation classification and forecasting in satellite imagery☆27Updated 2 years ago
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆81Updated 6 years ago
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Updated 3 years ago
- Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery☆61Updated 7 years ago
- Detecting and counting Whales with convolutional neural network from Google Earth imagery☆11Updated 5 years ago
- A Keras-compatible generator for creating balanced batches☆16Updated last year
- 🔧 Train off-the-shelf machine learning models in one line of code☆12Updated 4 years ago
- Pytorch implementation of the deepforest model for tree crown RGB detection.☆17Updated 4 years ago
- Learning to predict crop type from heterogeneous sparse labels using meta-learning☆20Updated 4 years ago
- Open-source code for the paper "Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach ".☆30Updated 2 years ago
- ☆25Updated 3 years ago
- A simple python script that, given a location and a date, uses the Nasa Earth API to show a photo taken by the Landsat 8 satellite. The s…☆44Updated 3 years ago
- ☆44Updated last year
- ☆37Updated 2 years ago
- Here is an implementation of DeepLabv3+ in PyTorch(1.7). It supports many backbones and datasets.☆17Updated 3 years ago
- Routines for extracting and working with polygons from semantic segmentation masks☆23Updated 5 years ago
- 📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !☆77Updated 2 years ago
- Exploiting ConvNet Diversity for Flooding Identification -- Flood Detection in Satellite Images [FDSI] -- [2017 Multimedia Satellite Task…☆15Updated 7 years ago
- A python package for end-to-end geospatial machine learning using multispectral earth observation data such as NASA HLS and ESA Sentinel-…☆78Updated 2 months ago
- ☆13Updated 3 years ago
- TensorFlow implementation of Barlow Twins (https://arxiv.org/abs/2103.03230).☆41Updated 4 years ago
- List of machine learning competitions for satellite imagery and remote sensing.☆11Updated 6 years ago
- ☆121Updated 3 years ago
- The code for the Doing More With Less: A Multi-Task Deep Learning Approach in Plant Phenotyping paper, Frontiers in Plant Science☆16Updated 6 years ago